Drive&Act: A Multi-modal Dataset for Fine-grained Driver Behavior Recognition in Autonomous Vehicles M Martin, A Roitberg, M Haurilet, M Horne, S Reiß, M Voit, R Stiefelhagen Proceedings of the IEEE International Conference on Computer Vision, 2801-2810, 2019 | 207 | 2019 |
Real time head model creation and head pose estimation on consumer depth cameras M Martin, F Van De Camp, R Stiefelhagen 2014 2nd International Conference on 3D Vision 1, 641-648, 2014 | 96 | 2014 |
Body pose and context information for driver secondary task detection M Martin, J Popp, M Anneken, M Voit, R Stiefelhagen 2018 IEEE Intelligent Vehicles Symposium (IV), 2015-2021, 2018 | 54 | 2018 |
Analysis of Deep Fusion Strategies for Multi-modal Gesture Recognition A Roitberg, T Pollert, M Haurilet, M Martin, R Stiefelhagen Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019 | 50 | 2019 |
Driver observation and shared vehicle control: supporting the driver on the way back into the control loop J Ludwig, M Martin, M Horne, M Flad, M Voit, R Stiefelhagen, S Hohmann at-Automatisierungstechnik 66 (2), 146-159, 2018 | 21 | 2018 |
Real time driver body pose estimation for novel assistance systems M Martin, S Stuehmer, M Voit, R Stiefelhagen 2017 IEEE 20th International Conference on Intelligent Transportation …, 2017 | 20 | 2017 |
Dynamic Interaction Graphs for Driver Activity Recognition M Martin, M Voit, R Stiefelhagen 2020 IEEE 23rd International Conference on Intelligent Transportation …, 2020 | 18 | 2020 |
Artificial intelligence for adaptive, responsive, and level-compliant interaction in the vehicle of the future (KARLI) F Diederichs, C Wannemacher, F Faller, M Mikolajewski, M Martin, M Voit, ... International Conference on Human-Computer Interaction, 164-171, 2022 | 10 | 2022 |
Personalisation and control transition between automation and driver in highly automated cars M Flad, P Karg, A Roitberg, M Martin, M Mazewitsch, C Lange, E Kenar, ... Smart Automotive Mobility: Reliable Technology for the Mobile Human, 1-70, 2020 | 9 | 2020 |
Combining low-cost eye trackers for dual monitor eye tracking S Balthasar, M Martin, F van de Camp, J Hild, J Beyerer International Conference on Human-Computer Interaction, 3-12, 2016 | 9 | 2016 |
A Survey on Deep Learning Techniques for Action Anticipation Z Zhong, M Martin, M Voit, J Gall, J Beyerer arXiv preprint arXiv:2309.17257, 2023 | 7 | 2023 |
An Evaluation of Different Methods for 3D-Driver-Body-Pose Estimation M Martin, M Voit, R Stiefelhagen 2021 IEEE International Intelligent Transportation Systems Conference (ITSC …, 2021 | 6 | 2021 |
Cooperative Decision-Making in Shared Spaces: Making Urban Traffic Safer through Human-Machine Cooperation B Varga, D Yang, M Martin, S Hohmann 2023 IEEE 21st Jubilee International Symposium on Intelligent Systems and …, 2023 | 5 | 2023 |
Viewpoint Invariant 3D Driver Body Pose-Based Activity Recognition M Martin, D Lerch, M Voit 2023 IEEE Intelligent Vehicles Symposium (IV), 1-6, 2023 | 5 | 2023 |
Towards a Mixed Reality Assistance System for the Inspection After Final Car Assembly M Pattke, M Martin, M Voit International Conference on Human-Computer Interaction, 536-546, 2019 | 4 | 2019 |
A Pilot Study on Gaze-Based Control of a Virtual Camera Using 360°-Video Data J Hild, E Klaus, JH Hammer, M Martin, M Voit, E Peinsipp-Byma, ... International Conference on Engineering Psychology and Cognitive Ergonomics …, 2018 | 4 | 2018 |
Unsupervised 3D Skeleton-Based Action Recognition Using Cross-Attention With Conditioned Generation Capabilities DJ Lerch, Z Zhong, M Martin, M Voit, J Beyerer Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | 2 | 2024 |
Klassifikation von Fahrerzuständen und Nebentätigkeiten über Körperposen bei automatisierter Fahrt M Martin, F Diederichs, K Li, M Voit, V Melcher, H Widlroither, ... VDI (Hrsg.) 32, 2016 | 2 | 2016 |
Advanced human machine interaction for an image interpretation workstation S Maier, M Martin, F van de Camp, E Peinsipp-Byma, J Beyerer Next-Generation Analyst IV 9851, 985105, 2016 | 1 | 2016 |
3D Human Body Pose-Based Activity Recognition for Driver Monitoring Systems M Martin Dissertation, Karlsruhe, Karlsruher Institut für Technologie (KIT), 2023 | | 2023 |